Deep learning MR reconstruction in knees and ankles in children and young adults. Is it ready for clinical use?

M Alejandra BedoyaJade Iwasaka-NederAndy TsaiPatrick R JohnstonGregor KörzdörferDominik NickelPeter KollaschSarah D Bixby

Published in: Skeletal radiology (2024)

In knee and ankle MRIs, DL sequences provided similar diagnostic performance and "same-or-better" image quality than conventional sequences at half the acquisition time.

Keyphrases

young adults
image quality
deep learning
anterior cruciate ligament
computed tomography
total knee arthroplasty
dual energy
childhood cancer
artificial intelligence
magnetic resonance
genetic diversity
magnetic resonance imaging
anterior cruciate ligament reconstruction